Background: Less than 63% of individuals with diabetes meet professional guidelines target of hemoglobin A1c < 7.0%, and only 7% meet combined glycemic, lipid, and blood pressure goals. The primary study aim was to assess the impact on A1c of a cell phone-based diabetes management software system used with web-based data analytics and therapy optimization tools. Secondary aims examined health care provider (HCP) adherence to prescribing guidelines and assessed HCPs' adoption of the technology. Methods: Thirty patients with type 2 diabetes were recruited from three community physician practices for a 3-month study and evenly randomized. The intervention group received cell phone-based software designed by endocrinologists and CDEs (WellDoc (TM) Communications, Inc., Baltimore, MD). The software provided real-time feedback on patients' blood glucose levels, displayed patients' medication regimens, incorporated hypo- and hyperglycemia treatment algorithms, and requested additional data needed to evaluate diabetes management. Patient data captured and transferred to secure servers were analyzed by proprietary statistical algorithms. The system sent computer-generated logbooks (with suggested treatment plans) to intervention patients' HCPs. Results: The average decrease in A1c for intervention patients was 2.03%, compared to 0.68% (P < 0.02, one-tailed) for control patients. Of the intervention patients, 84% had medications titrated or changed by their HCP compared to controls (23%, P = 0.002). Intervention patients' HCPs reported the system facilitated treatment decisions, provided organized data, and reduced logbook review time. Conclusions: Adults with type 2 diabetes using WellDoc's software achieved statistically significant improvements in A1c. HCP and patient satisfaction with the system was clinically and statistically significant.
机构:
Jordan Univ Sci & Technol, Dept Internal Med, Fac Med, Irbid, JordanJordan Univ Sci & Technol, Dept Internal Med, Fac Med, Irbid, Jordan
Ibdah, Rashid K.
Ta'an, Wafa'a F.
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Jordan Univ Sci & Technol, Fac Nursing, Dept Community & Mental Hlth Nursing, Irbid, JordanJordan Univ Sci & Technol, Dept Internal Med, Fac Med, Irbid, Jordan
Ta'an, Wafa'a F.
Shatnawi, Rawan M.
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King Abdullah Univ Hosp, Nursing Dept, Irbid, JordanJordan Univ Sci & Technol, Dept Internal Med, Fac Med, Irbid, Jordan
Shatnawi, Rawan M.
Suliman, Mohammad M.
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Al al Bayt Univ, Fac Nursing, Dept Community & Mental Hlth Nursing, Mafraq 25113, JordanJordan Univ Sci & Technol, Dept Internal Med, Fac Med, Irbid, Jordan
Suliman, Mohammad M.
Rababah, Jehad A.
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Jordan Univ Sci & Technol, Fac Nursing, Dept Adults Hlth Nursing, Irbid, JordanJordan Univ Sci & Technol, Dept Internal Med, Fac Med, Irbid, Jordan
Rababah, Jehad A.
Rawashdeh, Sukaina I.
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Jordan Univ Sci & Technol, Dept Internal Med, Fac Med, Irbid, JordanJordan Univ Sci & Technol, Dept Internal Med, Fac Med, Irbid, Jordan
机构:
Univ British Columbia, Div Otolaryngol Head & Neck Surg, Vancouver, BC, CanadaUniv British Columbia, Div Otolaryngol Head & Neck Surg, Vancouver, BC, Canada
Zhao, Kevin
Hambley, Marke
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NexGen Hearing, Vancouver, BC, CanadaUniv British Columbia, Div Otolaryngol Head & Neck Surg, Vancouver, BC, Canada
Hambley, Marke
Venema, Theodore
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NexGen Hearing, Victoria, BC, CanadaUniv British Columbia, Div Otolaryngol Head & Neck Surg, Vancouver, BC, Canada
Venema, Theodore
Marynewich, Susan
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NexGen Hearing, Vancouver, BC, CanadaUniv British Columbia, Div Otolaryngol Head & Neck Surg, Vancouver, BC, Canada
Marynewich, Susan
McNeely, Brendan
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h-index: 0
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Univ British Columbia, Div Otolaryngol Head & Neck Surg, Vancouver, BC, CanadaUniv British Columbia, Div Otolaryngol Head & Neck Surg, Vancouver, BC, Canada
McNeely, Brendan
Nunez, Desmond A.
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Univ British Columbia, Div Otolaryngol Head & Neck Surg, Vancouver, BC, CanadaUniv British Columbia, Div Otolaryngol Head & Neck Surg, Vancouver, BC, Canada
机构:
Stanford Univ, Dept Psychiat & Behav Sci, 401 Quarry Rd,Off 2318, Stanford, CA 94305 USAStanford Univ, Dept Psychiat & Behav Sci, 401 Quarry Rd,Off 2318, Stanford, CA 94305 USA
Palesh, Oxana
Scheiber, Caroline
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Stanford Univ, Dept Psychiat & Behav Sci, 401 Quarry Rd,Off 2318, Stanford, CA 94305 USAStanford Univ, Dept Psychiat & Behav Sci, 401 Quarry Rd,Off 2318, Stanford, CA 94305 USA
Scheiber, Caroline
Kesler, Shelli
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h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Neurooncol, Houston, TX 77030 USAStanford Univ, Dept Psychiat & Behav Sci, 401 Quarry Rd,Off 2318, Stanford, CA 94305 USA
Kesler, Shelli
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Gevirtz, Richard
Heckler, Charles
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Univ Rochester, Med Ctr, Dept Surg, James P Wilmot Canc Inst, Rochester, NY 14627 USAStanford Univ, Dept Psychiat & Behav Sci, 401 Quarry Rd,Off 2318, Stanford, CA 94305 USA
Heckler, Charles
Guido, Joseph J.
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h-index: 0
机构:
Univ Rochester, Med Ctr, Dept Surg, James P Wilmot Canc Inst, Rochester, NY 14627 USAStanford Univ, Dept Psychiat & Behav Sci, 401 Quarry Rd,Off 2318, Stanford, CA 94305 USA
Guido, Joseph J.
Janelsins, Michelle
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h-index: 0
机构:
Univ Rochester, Med Ctr, Dept Surg, James P Wilmot Canc Inst, Rochester, NY 14627 USAStanford Univ, Dept Psychiat & Behav Sci, 401 Quarry Rd,Off 2318, Stanford, CA 94305 USA
Janelsins, Michelle
Cases, Mallory G.
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h-index: 0
机构:
Stanford Univ, Dept Psychiat & Behav Sci, 401 Quarry Rd,Off 2318, Stanford, CA 94305 USAStanford Univ, Dept Psychiat & Behav Sci, 401 Quarry Rd,Off 2318, Stanford, CA 94305 USA
Cases, Mallory G.
Tong, Bingjie
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Psychiat & Behav Sci, 401 Quarry Rd,Off 2318, Stanford, CA 94305 USAStanford Univ, Dept Psychiat & Behav Sci, 401 Quarry Rd,Off 2318, Stanford, CA 94305 USA
Tong, Bingjie
Miller, Jessica M.
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机构:
Metro Minnesota Community Oncol Res Consortium, Canc Control Trials, St Louis Pk, MN USAStanford Univ, Dept Psychiat & Behav Sci, 401 Quarry Rd,Off 2318, Stanford, CA 94305 USA
机构:
Univ Rochester, Med Ctr, Dept Surg, James P Wilmot Canc Inst, Rochester, NY 14627 USAStanford Univ, Dept Psychiat & Behav Sci, 401 Quarry Rd,Off 2318, Stanford, CA 94305 USA
机构:
Univ Hosp Southern Denmark, Hosp South West Jutland, Med Dept, Endocrinol, Esbjerg, Denmark
STENO Diabet Ctr Odense, Odense, DenmarkUniv Hosp Southern Denmark, Hosp South West Jutland, Med Dept, Endocrinol, Esbjerg, Denmark
Drojdahl Ryg, Nina
Gram, Jeppe
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Univ Hosp Southern Denmark, Hosp South West Jutland, Med Dept, Endocrinol, Esbjerg, Denmark
Univ Southern Denmark, Dept Reg Hlth Res, Odense, DenmarkUniv Hosp Southern Denmark, Hosp South West Jutland, Med Dept, Endocrinol, Esbjerg, Denmark
Gram, Jeppe
Haghighi, Maryam
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Univ Hosp Southern Denmark, Hosp South West Jutland, Med Dept, Endocrinol, Esbjerg, DenmarkUniv Hosp Southern Denmark, Hosp South West Jutland, Med Dept, Endocrinol, Esbjerg, Denmark
Haghighi, Maryam
Juhl, Claus Bogh
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Univ Hosp Southern Denmark, Hosp South West Jutland, Med Dept, Endocrinol, Esbjerg, Denmark
STENO Diabet Ctr Odense, Odense, Denmark
Univ Southern Denmark, Dept Reg Hlth Res, Odense, Denmark
Univ Southern Denmark, Dept Clin Res, Odense, DenmarkUniv Hosp Southern Denmark, Hosp South West Jutland, Med Dept, Endocrinol, Esbjerg, Denmark
机构:
Univ Michigan, Sch Publ Hlth, Dept Hlth Behav & Hlth Educ, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Hlth Behav & Hlth Educ, Ann Arbor, MI 48109 USA
Patel, Minal R.
Zhang, Guanghao
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机构:
Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI USAUniv Michigan, Sch Publ Hlth, Dept Hlth Behav & Hlth Educ, Ann Arbor, MI 48109 USA
Zhang, Guanghao
Heisler, Michele
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机构:
Univ Michigan, Sch Publ Hlth, Dept Hlth Behav & Hlth Educ, Ann Arbor, MI 48109 USA
Michigan Med, Dept Internal Med, Ann Arbor, MI USA
VA Ann Arbor Hlth care Syst, US Dept Vet Affairs, Ann Arbor, MI USAUniv Michigan, Sch Publ Hlth, Dept Hlth Behav & Hlth Educ, Ann Arbor, MI 48109 USA
Heisler, Michele
Piette, John D.
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Univ Michigan, Sch Publ Hlth, Dept Hlth Behav & Hlth Educ, Ann Arbor, MI 48109 USA
VA Ann Arbor Hlth care Syst, US Dept Vet Affairs, Ann Arbor, MI USAUniv Michigan, Sch Publ Hlth, Dept Hlth Behav & Hlth Educ, Ann Arbor, MI 48109 USA
Piette, John D.
Resnicow, Kenneth
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机构:
Univ Michigan, Sch Publ Hlth, Dept Hlth Behav & Hlth Educ, Ann Arbor, MI 48109 USAUniv Michigan, Sch Publ Hlth, Dept Hlth Behav & Hlth Educ, Ann Arbor, MI 48109 USA
Resnicow, Kenneth
Choe, Hae-Mi
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h-index: 0
机构:
Univ michigan, Coll Pharm, Ann Arbor, MI 48109 USA
Univ Michigan, Med Grp, Ann Arbor, MI USAUniv Michigan, Sch Publ Hlth, Dept Hlth Behav & Hlth Educ, Ann Arbor, MI 48109 USA
Choe, Hae-Mi
Shi, Xu
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h-index: 0
机构:
Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI USAUniv Michigan, Sch Publ Hlth, Dept Hlth Behav & Hlth Educ, Ann Arbor, MI 48109 USA
Shi, Xu
Song, Peter
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h-index: 0
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Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI USAUniv Michigan, Sch Publ Hlth, Dept Hlth Behav & Hlth Educ, Ann Arbor, MI 48109 USA
机构:
Univ Canberra, Res Inst Sport & Exercise, Canberra, ACT, Australia
Canberra Hlth Serv, Obes Management Serv, Div Med, Chron Dis Management Unit, Canberra, ACT, AustraliaUniv Canberra, Res Inst Sport & Exercise, Canberra, ACT, Australia
Lewis, Emily
Huang, Hsin-Chia Carol
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h-index: 0
机构:
Canberra Hlth Serv, Obes Management Serv, Div Med, Chron Dis Management Unit, Canberra, ACT, Australia
Australian Natl Univ, Coll Hlth & Med, Med Sch, Canberra, ACT, AustraliaUniv Canberra, Res Inst Sport & Exercise, Canberra, ACT, Australia
Huang, Hsin-Chia Carol
Hassmen, Peter
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h-index: 0
机构:
Univ Canberra, Res Inst Sport & Exercise, Canberra, ACT, Australia
Southern Cross Univ, Sch Hlth & Human Sci, Lismore, NSW, AustraliaUniv Canberra, Res Inst Sport & Exercise, Canberra, ACT, Australia
Hassmen, Peter
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Welvaert, Marijke
Pumpa, Kate L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Canberra, Res Inst Sport & Exercise, Canberra, ACT, Australia
Univ Canberra, Fac Hlth, Discipline Sport & Exercise Sci, Canberra, ACT, AustraliaUniv Canberra, Res Inst Sport & Exercise, Canberra, ACT, Australia